Click Attribution Archives - Jon Loomer Digital For Advanced Facebook Marketers Tue, 07 Jan 2025 15:03:01 +0000 en-US hourly 1 https://www.jonloomer.com/wp-content/uploads/2024/03/apple-touch-icon.png Click Attribution Archives - Jon Loomer Digital 32 32 Meta Ads Conversion Results: A Guide https://www.jonloomer.com/meta-ads-conversion-results/ https://www.jonloomer.com/meta-ads-conversion-results/#comments Tue, 07 Jan 2025 00:33:55 +0000 https://www.jonloomer.com/?p=47452

One of advertisers' biggest mistakes is taking Meta Ads Manager conversion results at face value. Here's a guide to help add context...

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Meta ads conversion results are central to the job of an advertiser. They are our guiding light for helping us understand whether something is or isn’t working.

But conversion results can be misleading, if not outright lie. That could be because an advertiser is knowingly manipulating the data. It could also be that they aren’t knowledgable enough to understand the nuances.

The purpose of this guide is to help you master those important nuances so that you can evaluate your results accurately.

Let’s get to it…

Conversion Events

Conversion data is pointless if you don’t have the infrastructure in place that allows Meta to attribute conversions. This starts with defining conversion events.

When someone completes a purchase, you need to notify Meta that it happened. This can be done using the website pixel or conversions API (or both). Regardless, it’s up to you to define these actions and make sure that they are sent to Meta.

There are two primary ways that you can define conversion events.

  1. Standard Events: Conversions that Meta will recognize (Purchase, Lead, Contact, etc.)
  2. Custom Events: Conversions that fall outside of the definition of Standard Events

You can use standard events, custom events, and custom conversions for both optimization and reporting in Ads Manager. These need to be set up properly to get accurate results.

Defining Attribution

Attribution is how Meta gives credit to an ad for a reported conversion. In order to report a conversion, it must happen within the defined attribution windows after a paid impression.

Two ads cannot get credit for the same conversion. If a user was served different ads within the defined attribution window, credit goes to the ad that received the most recent click.

Click Attribution

Click attribution gives credit for a conversion if it happens within the defined attribution window following a click on your ad. For example:

  1. January 1 (2pm): User clicks on Ad A
  2. January 1 (4pm): User completes a purchase

In this example, Ad A is given credit for a conversion because it happened within a day of clicking on it. The attribution window is 7 days by default, but you might also see 1 day or 28 days (for reporting only).

The conversion does not need to happen immediately, as long as it happens within the attribution window. It could happen like this (assuming a 7-day click attribution setting):

  1. January 1: User clicks your ad
  2. January 5: User returns to your website and completes a purchase

It does not need to be the same link that they clicked on your original ad. All that matters is that they initially clicked and converted within the attribution window.

Note that the “click” on your ad can be any click. It does not need to be a click on an external link to your website. It could be a click on media, reactions, or something else. (SIDE NOTE: I’m not a fan of Meta defining it this way.)

Also, the reported conversion does not need to be for the item that you were promoting. Consider the following scenario:

  1. User clicks ad that promotes Product A
  2. User redirected to Product A landing page
  3. User navigates to Product B landing page and completes a purchase
  4. Purchase is reported

If the Results column reflects Purchases, it will include all attributed purchase events — which could be for multiple products, regardless of what was promoted.

View Attribution

View attribution gives credit for a conversion if it happens within the defined attribution window following a view of your ad (but no click). For example:

  1. January 1 (2pm): User is shown Ad A, but does not click it
  2. January 1 (4pm): User completes a purchase

In this case, a conversion is reported even though an ad was not clicked. Here is a common scenario for how a view-through conversion happens:

  1. January 1 (2pm): User shown your ad
  2. January 1 (4pm): User remembers the ad, Googles your product, and completes a purchase

While no click was made, it is assumed that the ad contributed to that purchasing decision.

Another common scenario can lead to inflated results:

  1. January 1 (2pm): User is shown Ad A from Company A, but does not click it
  2. January 1 (4pm): User receives an email from Company A and completes a purchase

While it’s possible that the user saw the ad and it contributed to the decision to make the purchase, it’s also possible that the impression made no impact on them at all. It’s impossible to know for sure.

View-through conversions have less value overall because no click was made to indicate that the ad itself inspired an action. But that doesn’t make them worthless.

Where view-through becomes especially problematic is when advertisers use remarketing strategies and highlight their elevated ROAS and inflated conversion results as evidence of their success. This can be misleading if it’s not made clear that the results came from remarketing.

Attribution Setting

The attribution setting is defined within the ad set when utilizing a Website conversion location and maximizing the number or value of conversions.

Maximize Number of Conversions

The default attribution setting is 7-day click, 1-day view, and 1-day engaged-view.

Attribution Setting

Engaged-view merely means that, when using video in your ads, Meta will focus on people who watch at least 10 seconds of it before converting — regardless of whether the conversion is attributed from a click or view.

You can change any of these settings…

Attribution Setting

Here are your options:

  • Click Attribution: 7-day or 1-day
  • Engaged-View: 1-day or None
  • View-Through: 1-day or None

This setting will control two things:

1. How conversions are reported. Conversions will only be reported by default that qualify under your attribution setting. If you define the attribution setting as 1-day click, Meta will not report on conversions that happen beyond one day or via view-through (these other conversions can still be uncovered using the Compare Attribution Settings feature).

2. How ad delivery is optimized. Since Meta prioritizes getting you the results that you want, the attribution setting can impact how your ads are delivered. If you define the attribution setting as 1-day click only, your ads will be shown to people most likely to convert within that window.

Conversion Reporting

When maximizing the number or value of conversions, you will need to select a conversion event.

Maximize Number of Conversions

This event will be what fills the Results column in Ads Manager.

Conversion Results

But you can add columns for other conversion events as well. Click to customize columns…

Customize Columns

Then add columns for standard events, custom events (if they’ve been used in ads before), or custom conversions.

Customize Columns

Even if your conversion event is a Purchase, you can view how many other conversions resulted from your ads.

Note that one person can perform multiple conversions.

Compare Attribution Settings

Conversion results require important context to make sense of them. Otherwise, results can be misleading or cover an important part of the story. This context is found by using the Compare Attribution Settings feature.

This feature is found when clicking the Columns dropdown menu (Compare Attribution Settings is right above Customize Columns).

Compare Attribution Settings

By default, your conversion results will be based on the attribution setting defined within the ad set. But you can use this feature to see how those results break down — or even uncover conversions that happened beyond your attribution setting.

Select all of the attribution settings that you want. We’ll select them all for the fun of it…

Compare Attribution Settings

Note that there’s an option for 28-day click, even though that option was phased out from attribution settings after iOS 14+ changes. While your default reporting will never exceed 7-day click now, you can still view conversions that occurred within 28 days of clicking.

Once selected, Meta will create a column for each attribution setting when viewing a type of conversion.

Compare Attribution Settings

1. Purchases (36): There are 36 total purchases reported based on the attribution setting.

2. 1-Day View (12): 12 conversions happened within a day of viewing your ad (and not clicking).

3. 1-Day Engaged-View (0): A video was not used in the ad, so no engaged-view conversions are reported.

4. 1-Day Click (13): 13 conversions happened within a day of clicking on your ad.

5. 7-day Click (24): 24 conversions happened within 7 days of clicking on your ad.

6. 28-day Click (32): 32 conversions happened within 28 days of clicking on your ad.

Now we need to do a little math to decipher what this means…

1. 36 conversions happened within 7 days of clicking or 1 day of viewing the ad.

2. 11 conversions happened beyond 1 day but within 7 days of clicking the ad (24 minus 13).

3. 8 conversions happened beyond 7 days but within 28 days of clicking the ad (32 minus 24).

4. A total of 44 total conversions can be attributed to your ad (Total Purchases + those that happened beyond 7-day click).

The Compare Attribution Settings feature is a great tool for helping us understand how our results break down to get a better sense of the overall confidence we may have in them. Consider these scenarios:

1. 70% of conversions are 1-day view. With such results, I’d have less confidence that my ads truly contributed to all of these conversions.

2. 20% additional conversions happened beyond 7-day click. These are results that are not reported by default, but indicate that our ads made a greater impact than expected. This could be due to an email sequence post-conversion or a longer buying cycle for a high-priced product.

First Conversion Reporting

There’s another way to add important context to your results using Compare Attribution Settings, and it’s with First Conversion reporting.

When you select attribution settings, you’ll have the following three options…

First Conversion Reporting

By default, Meta reports all conversions that happen within the attribution window. For example, someone could make two separate purchases during a seven-day period. If that happens, you could have two attributed purchases within a 7-day click attribution window.

But First Conversion would only count the first attributed conversion of that type. You could have multiple purchases, registrations, and add-to-cart events that fall within the attribution window. When selecting First Conversion, only the first of each would be counted.

Allow me to share an example of how this can be helpful. I am running an ad to promote my Cornerstone Tips lead magnet. Once the form is submitted, the confirmation page includes encouragement to register for other lead magnets.

The result is that one registrant might subscribe for multiple things, which will lead to multiple reported registrations. By using First Conversion reporting, I can break this out…

First Conversion Reporting

In this case, we can make a reasonable assumption that about 427 unique people completed 533 registrations. While 533 total registrations is accurate, the 427 number provides more context regarding the true number of people that my ads inspired.

I’ve used First Conversion repeatedly to solve reporting problems just like this one.

Reporting Errors

It’s important to have knowledge of attribution and use the tools available to you to add important context. But there are times when reporting is flat-out wrong.

As much as advertisers want to blame Meta for flawed reporting, it’s almost never Meta’s fault. In some cases, it may require troubleshooting on your part.

1. Inflated results. Complaints of inflated results off come from an inability to match Ads Manager with third-party reporting. Your results can appear inflated due to remarketing or multiple conversions performed by unique customers. These results wouldn’t be inflated, but would require a closer look.

Otherwise, results can be inflated due to a conversion event issue. If Meta is reporting conversions that did not happen, it may be due to one of the following:

  • Firing the event on the wrong page or prematurely
  • Events from multiple sources are not deduplicated

In these cases, you need to test your events and check logs to pinpoint the problem.

2. Underreported results. Otherwise, you may find that Meta isn’t able to attribute conversions fully. This can be due to privacy/tracking issues, particularly since iOS 14+ (though many of these conversions are modeled now). Meta may also be unable to attribute a conversion because it falls outside of the attribution setting.

Reporting Holes

Even if you are knowledgable of how attribution works and you’re diligent about providing important context, I recommend that you fully embrace the fact that reporting will never be perfect. Ads Manager numbers will almost never match up perfectly with third-party reporting.

That’s not necessarily because Ads Manager is wrong or the third-party reporting is wrong. But there are important quirks that make 100% consistently virtually impossible. Beyond clear errors that lead to over or under-reporting, you should otherwise embrace these likely differences.

There are some very clear reporting holes that often lead advertisers on an endless chase to find answers…

1. View-through conversions. Unless there’s direct integration with Ads Manager, third-party reporting will not have any information about whether a person viewed your ad and did not click prior to converting. This is information that only Meta has and you’ll drive yourself crazy attempting to verify it.

2. Clicks that don’t drive traffic. It took me more than a decade to realize this, but click attribution does not require a click on an external link. While the vast majority of conversions resulting from a click may result from people clicking on the link in your ad, some may not. And that would mean UTM parameters become useless for this segment of click conversions, which are no different than view-through conversions when it comes to being able to verify them.

3. The 7-day purchase decision. The easiest conversions to verify are those that happen immediately: A person clicked your ad, was redirected to your website, and immediately converted. But that’s not always how it works. Some conversions, especially the purchase of higher priced products, can take multiple days following the first click. It can take customers across devices and browsers, potentially negating URL parameters.

And that assumes that the conversion happens within the 7-day attribution window at all. As mentioned above, you can often find hidden conversions that happened using the 28-day click attribution setting. But depending on what you’re promoting, the customer journey may be even longer. This makes attribution and measurement difficult.

Your Turn

If you understand Meta ads conversion results at this level, you’re ahead of most advertisers. Anything else you’d add?

Let me know in the comments below!

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Uncovering the Reality of Meta Click Attribution https://www.jonloomer.com/meta-click-attribution/ https://www.jonloomer.com/meta-click-attribution/#comments Mon, 02 Dec 2024 20:23:22 +0000 https://www.jonloomer.com/?p=47152 Click Attribution

After more than 10 years, I've discovered that Meta doesn't define click attribution the way I thought it did. It took a test to uncover it.

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Click Attribution

No matter how much experience you have as a Meta advertiser, expect to learn something new that surprises you to the point of questioning many of the things you once believed about them. Put Meta click attribution into this category.

I started this website in 2011. I’ve written and educated others on the topic of Facebook — and then Meta — advertising since 2012. I make it my responsibility to know every nuance on the topic as well as one could reasonably expect to know it. And yet, here we are.

Meta click attribution — how Meta gives credit for a conversion after clicking an ad — does not work entirely the way I’ve assumed it did for the past decade. If that’s true for me, it’s likely to be a surprise for you, too.

Meta’s documentation on click attribution is ambiguous. It’s easy to make assumptions based on what it does and does not say. It wasn’t until I ran a test that I have clarity on what it actually means.

I am certain that I am part of the majority who misunderstands click attribution. The confusion matters. This is surely the source of many of the reporting complaints that advertisers have.

In this post, I’ll cover the following:

  • Click attribution and how I assumed it worked
  • Meta’s documentation and a lack of clarity
  • A test for confirmation
  • Why this matters

Let’s go…

Click Attribution and How I Assumed it Worked

Attribution is how Meta gives credit for an ad. By default, Meta reports a conversion if it happens within 7 days of clicking or 1 day of viewing your ad without clicking.

Attribution Setting

View-through conversions are the source of the most controversy. In this case, Meta can give an ad credit for a conversion even though the person never clicked it — assuming they converted within a day of the ad impression.

Click-through felt a bit more straight-forward. These are people who clicked your ad and went to your website. They may not have converted immediately, but that conversion happened within seven days. Your ad very clearly contributed to that conversion.

View-through conversions are a reporting black hole. Only Meta knows whether a person was shown your ad, didn’t click, and then converted within a day. It’s very difficult to prove or disprove.

Click-through conversions reported in Ads Manager will not always match up with third-party reporting, but they should typically be close. You can use UTM parameters to help give reporting tools more insight into whether customers came from your ad. You could also use 1-day click attribution, which should help limit cross-device and multiple-session visits.

Click attribution is more dependable and easier to back up with other reporting because it requires a click from your ad to your website (or so I assumed). Any differences in reporting could generally be explained by the complicated journey that can happen over a seven-day period.

Meta’s Documentation and a Lack of Clarity

Click attribution first became my focus about a month ago when an astute reader asked me whether click attribution required an outbound click on your ad to your website. I reflexively replied that it did.

But I wanted to cite official documentation so that it didn’t seem as though I were making it up. The problem was that I couldn’t find any such clarity.

Attribution

I went through page after page of Meta’s documentation on attribution. Nowhere was it clearly stated that click attribution requires a click on an outbound link on your ad. It also doesn’t say that it could be any click — clicks on images, videos, reactions, comments, or something else. It’s completely ambiguous.

Because of this ambiguity, I wasn’t ready to disregard what I believed to be true based on more than a decade of experience on the topic. But I also didn’t want to continue believing it blindly.

A Test for Confirmation

This situation was primed for a test. Meta might not be clear about what they mean by click attribution, but a strategically-run test could prove it.

Does click attribution include all clicks that result in a conversion, regardless of whether someone clicked an outbound click on my ad? In order to know for sure, we’d need to eliminate the outbound click option.

I created a campaign using the Engagement objective with the following conversion location settings:

  • Conversion Location: On Your Ad
  • Engagement Type: Post Engagement
  • Performance Goal: Maximize Daily Unique Reach
Daily Unique Reach

Targeting isn’t particularly relevant, but I wanted to be sure to reach a highly engaged audience who would be excited to participate in my experiment. So, I used original audiences and targeted people who were engaged on my email list during the past month.

To keep this simple, I used only the Facebook feed placement. I didn’t want to worry about versions and quirks by placement.

Here is my ad:

Experiment

The primary text did not include a URL. I made it clear that I was running an experiment and asked people to follow the instructions in the image.

They were asked to do the following:

  1. Click the image
  2. Open a browser tab
  3. Go to jonloomer.com/experiment
  4. Follow all instructions on that page

I asked for the click to make click attribution possible. I didn’t include the URL in text so the link itself could not be clicked.

When they went to that page, people were asked to click a button.

Experiment

Once that button is clicked, a confirmation page loads and a custom event unique to this experiment (the custom event is called “experiment”) fires.

Test Results

If click attribution worked the way I originally assumed, the only conversions that Meta could report would be view-through. If someone viewed my ad, didn’t click an outbound link on my ad, and then converted within a day, that falls within my preconceived view-through definition.

But if click attribution doesn’t require clicks on an outbound link, we will know that immediately by comparing attribution settings. If there’s even one conversion reported using 1-day click, it’s clear evidence that an outbound click isn’t required.

It didn’t take long to get confirmation.

Experiment

Meta attributed 33 conversions using the “Experiment” custom event. All 33 were the click-through variety.

This is convincing evidence, if not proof, that click attribution does not require a click on an outbound link.

Why This Matters

I’m not going to lie. This shook me.

For years, I was confident that click attribution required a click on an outbound link. And why wouldn’t it? If someone converts without clicking an outbound link, we already have a category for that: View-through conversion.

We know that view-through conversions are a reporting black hole. If you have huge reporting discrepancies between Ads Manager and GA4 or other third-party reporting software, the problems typically start there.

But now I’ve learned that many of the conversions that I’ve long believed to be view-through are actually falling into the definition of click attribution. And while view-through conversions are limited to a one-day window, these conversions can happen within seven days.

Your 7-day click conversion numbers consist of people who clicked the link in your ad. But they could also include people who made other clicks — on your image, video, comments, reactions, and more. If they convert within seven days, they’re counted.

Counting these conversions isn’t necessarily the problem. The issue is that you can’t separate the click conversions that happened from clicking an outbound link (the most valuable conversions) from those who clicked something else.

This will matter most when remarketing. Someone who is on your email list gets served an ad impression. They may “like” it simply to show appreciation. They get an email within seven days that they act on. The ad that was “clicked” then gets credit for a conversion.

I would normally say to mostly ignore view-through conversions when remarketing. They aren’t nearly as valuable as when reaching a cold audience — someone who would need to take steps to find your product again to complete the conversion.

But this tells me that it’s impossible to completely ignore view-through — and other conversions that don’t require a click on a link. Your numbers are likely to be inflated.

This also matters for those wanting to confirm their results. UTM parameters will not help you confirm this type of click attribution. Like view-through, you’ll need to take Meta’s word for it.

That leads to reporting discrepancies and frustration.

How Common Is It?

One question I have that is difficult to answer is regarding how often this type of conversion happens in the first place. We’re likely dealing with an extreme minority of reported conversions in most cases. And really, this is a big reason why I was oblivious to these conversions in the first place.

But there are a couple of factors involved…

1. Do you feature a link?

The typical static link ad provides very few options for clicking that don’t result in a click to your website. This includes carousels. If you click anywhere on the creative area of an ad, you’ll be redirected to a website.

There remain other clicks, of course. But then you’d need a scenario where someone from a cold audience “likes” your ad and then Googles you later. Granted, I saw this as a view-through conversion before, but it shouldn’t make up a large percentage of your click conversions.

2. Do you run remarketing campaigns?

Remarketing results are already likely to be inflated if you aren’t careful. Whether it’s ignoring view-through conversions or using 1-day or 7-day click attribution in the ad set, there have been ways to add context so that you aren’t misled by inflated numbers.

But now I’m seeing that it’s even more difficult to control these inflated numbers than I thought. You could ignore view-through conversions. But if you target people who receive your emails, visit your website regularly, or simply would have converted without seeing your ad, your are likely to reach people who click without clicking through to your website.

When that happens, you are likely to assume that they clicked through. But it will be impossible to know for sure. And Meta’s optimization will go after more of these people to get you the results that you want.

What Meta Must Do

First, Meta needs to clarify their documentation on attribution. It can’t be ambiguous. The definition of click attribution should specify that it includes all clicks, not just clicks on outbound links. Don’t let anything be assumed or it will seem deceptive.

But that’s not enough. We need more clarity in reporting. Meta provided this with engaged-view attribution. It tells us that while a conversion didn’t result from a click, the person watched your video for at least 10 seconds before converting.

Engaged View Attribution

We need something similar for click attribution. Otherwise, it’s impossible to separate those who actually clicked through from those who didn’t. Not only does that result in misleading reporting, but it can pollute Meta’s optimization.

How You Should Approach This

There isn’t much we can do differently as advertisers in response to this information. But it can provide important context that we can use to better understand the chaos of results.

Your results will never match up with third-party data. You can use UTM parameters and various tools that claim to fill in the blanks, but there will always be unexplained discrepancies.

Know why these discrepancies exist. Know that it’s because of view-through conversions, cross-device conversion journeys, and tracking limitations. But also know that even if you isolate click attribution, there are likely to be conversions that didn’t result from a click on an ad to your website.

We simply need to accept that and convey that guarantee of uncertainty to clients.

Your Turn

What are your thoughts on how click attribution works?

Let me know in the comments below!

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